Paper Citation Record · LEDGER

A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2305.15054.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.15054 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:14:31.086034Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d9ebe604-4a3a-4856-b5c9-0f419c0550ba · inbound

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods cites this paper.

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:56:11.151434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84d36c06-ae27-4b19-b4f2-3c27027c74b5 · inbound

How to use and interpret activation patching cites this paper.

How to use and interpret activation patching A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:34:06.933445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cbb56268-f9a7-44ff-aae4-d3304d87c3fd · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:31.086034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f677acd-e43e-4923-9a40-db45bfb51865 · inbound

Modular Arithmetic: Language Models Solve Math Digit by Digit cites this paper.

Modular Arithmetic: Language Models Solve Math Digit by Digit A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:53.886054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0a8d4b-ba1d-4e84-ba84-1701ed8f6e47 · inbound

NEAT: Concept driven Neuron Attribution in LLMs cites this paper.

NEAT: Concept driven Neuron Attribution in LLMs A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T18:01:19.699484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537087f9-5e3e-408a-a3a9-2367e811f863 · inbound

Understanding Counting Mechanisms in Large Language and Vision-Language Models cites this paper.

Understanding Counting Mechanisms in Large Language and Vision-Language Models A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:10.884274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c27a0ef7-6c03-454a-a0af-cfdecadbec72 · inbound

Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning cites this paper.

Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T13:03:22.925560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306582cc-5747-429c-b59e-9badb33370ae · inbound

Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms cites this paper.

Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:58:12.770788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d739c63-19b4-4984-b236-99cc9f36731c · inbound

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It cites this paper.

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:16:14.389879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca3807ba-e0c2-45b1-9c7e-3a41b8600e15 · inbound

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It cites this paper.

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:02:40.929325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 971de50d-2dba-4f2b-af0e-f80de83bf965 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.531592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7aa05fd3-390a-4edc-a895-dc337e48b73d · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-28T07:11:45.309095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.